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Artificial intelligence and firm-level productivity

Citations

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Cited by:

  1. Fontanelli, Luca & Guerini, Mattia & Miniaci, Raffaele & Secchi, Angelo, "undated". "Predictive AI and productivity growth dynamics: evidence from French firms," FEEM Working Papers 355806, Fondazione Eni Enrico Mattei (FEEM).
  2. Tao Chen & Shuwen Pi & Qing Sophie Wang, 2025. "Artificial Intelligence and Corporate Investment Efficiency: Evidence from Chinese Listed Companies," Working Papers in Economics 25/05, University of Canterbury, Department of Economics and Finance.
  3. Khan, Muhammad Kaleem & Hussain, Muhammad Jameel & Hussan, Muhammad Wasim & Qadeer, Afifa & Armstrong, Anona & Li, Shanshan, 2025. "AI integration for climate risk mitigation: The role of organizational context," Technological Forecasting and Social Change, Elsevier, vol. 220(C).
  4. Dirk Czarnitzki & Malte Prüfer, 2024. "The Interplay between Public Procurement of Innovation and R&D Grants: Empirical Evidence from Belgium," Working Papers of ECOOM - Centre for Research and Development Monitoring 746875, KU Leuven, Faculty of Economics and Business (FEB), ECOOM - Centre for Research and Development Monitoring.
  5. Muehlemann, Samuel, 2025. "Artificial intelligence adoption and workplace training," Journal of Economic Behavior & Organization, Elsevier, vol. 238(C).
  6. Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Kroff & Emin Dinlersoz & Lucia Foster & Nikolas Zolas, 2024. "AI adoption in America: Who, what, and where," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 33(2), pages 375-415, March.
  7. Oleksandr Melnychenko, 2025. "Artificial Intelligence in Regulating Production Volumes for Sustainable Development: Qualitative and Quantitative Aspects," Virtual Economics, The London Academy of Science and Business, vol. 8(1), pages 40-57, March.
  8. Damioli, Giacomo & Van Roy, Vincent & Vertesy, Daniel & Vivarelli, Marco, 2025. "Is artificial intelligence leading to a new technological paradigm?," Structural Change and Economic Dynamics, Elsevier, vol. 72(C), pages 347-359.
  9. Roth, Felix & Rammer, Christian, 2025. "Intangible assets and productivity at the firm level: R&D versus non-R&D intangibles," ZEW Discussion Papers 25-062, ZEW - Leibniz Centre for European Economic Research.
  10. Jacques Bughin, 2024. "The Role of Firm AI Capabilities in Generative AI-pair Coding," Working Papers TIMES² 2024-076, ULB -- Universite Libre de Bruxelles.
  11. Chin, Tachia & Li, Zhisheng & Huang, Leping & Li, Xinyu, 2025. "How artificial intelligence promotes new quality productive forces of firms: A dynamic capability view," Technological Forecasting and Social Change, Elsevier, vol. 216(C).
  12. Hakan Yilmazkuday, 2025. "Artificial intelligence and labor markets: evidence from google trends," Journal of Economics and Finance, Springer;Academy of Economics and Finance, vol. 49(4), pages 1078-1093, December.
  13. Aldasoro, I. & Gambacorta, L. & Korinek, A. & Shreeti, V. & Stein, M., 2025. "Intelligent financial system: How AI is transforming finance," Journal of Financial Stability, Elsevier, vol. 81(C).
  14. Junhui Jeff Cai & Xian Gu & Liugang Sheng & Mengjia Xia & Linda Zhao & Wu Zhu, 2025. "AI as "Co-founder": GenAI for Entrepreneurship," Papers 2512.06506, arXiv.org.
  15. Chen, Chen & Xue, Zhixin, 2025. "New-type infrastructure and corporate digital transformation: Evidence from a multimethod machine learning approach," Finance Research Letters, Elsevier, vol. 74(C).
  16. Mühlemann, Samuel, 2024. "AI Adoption and Workplace Training," IZA Discussion Papers 17367, IZA Network @ LISER.
  17. Kroeger Thilo & Schaffranka Claudia & Schnitzer Monika, 2025. "Strukturwandel in den Regionen: Was sich ändert und wie die Politik reagieren sollte," Wirtschaftsdienst, Sciendo, vol. 105(8), pages 546-553.
  18. Marioni, Larissa da Silva & Rincon-Aznar, Ana & Venturini, Francesco, 2024. "Productivity performance, distance to frontier and AI innovation: Firm-level evidence from Europe," Journal of Economic Behavior & Organization, Elsevier, vol. 228(C).
  19. Tang, Yuwei & Sun, Yanlin & He, Zhenyu, 2025. "Air pollution and firms' robot adoption: Evidence from China," Economic Modelling, Elsevier, vol. 143(C).
  20. Torrent-Sellens, Joan, 2024. "Digital transition, data-and-tasks crowd-based economy, and the shared social progress: Unveiling a new political economy from a European perspective," Technology in Society, Elsevier, vol. 79(C).
  21. Erdsiek, Daniel & Rost, Vincent, 2022. "Datenbewirtschaftung in deutschen Unternehmen: Umfrageergebnisse zu Status-quo und mittelfristigem Ausblick," ZEW Expert Briefs 22-09, ZEW - Leibniz Centre for European Economic Research.
  22. Minniti, Antonio & Prettner, Klaus & Venturini, Francesco, 2024. "Unslicing the pie: AI innovation and the labor share in European regions," Department of Economics Working Paper Series 369, WU Vienna University of Economics and Business.
  23. Chatterjee, Sidharta & Samanta, Mousumi, 2025. "Noetic Capital and the Economics of Productivity," MPRA Paper 125071, University Library of Munich, Germany.
  24. Erdsiek, Daniel & Rost, Vincent, 2024. "Data Sharing von Unternehmen: Umfrageergebnisse zu möglichen Anreizen," ZEW Expertises, ZEW - Leibniz Centre for European Economic Research, number 296876.
  25. Feng, Lingbing & Qi, Jiajun & Zheng, Yuhao, 2025. "How can AI reduce carbon emissions? Insights from a quasi-natural experiment using generalized random forest," Energy Economics, Elsevier, vol. 141(C).
  26. Minniti, Antonio & Prettner, Klaus & Venturini, Francesco, 2025. "AI innovation and the labor share in European regions," European Economic Review, Elsevier, vol. 177(C).
  27. Anton Ludwig Bonin & Pawel Robert Smolinski & Jacek Winiarski, 2025. "Exploring the Impact of Generative Artificial Intelligence on Software Development in the IT Sector: Preliminary Findings on Productivity, Efficiency and Job Security," Papers 2508.16811, arXiv.org.
  28. Doroiman Maria Magdalena & Sîrghi Nicoleta, 2025. "The Impact of Digitalization on EU Competitiveness and Economic Growth: An Econometric Perspective," Timisoara Journal of Economics and Business, Sciendo, vol. 18(1), pages 113-126.
  29. Wu, Yongqiu & Lin, Zhiwei & Zhang, Qingcui & Wang, Wei, 2024. "Artificial intelligence, wage dynamics, and inequality: Empirical evidence from Chinese listed firms," International Review of Economics & Finance, Elsevier, vol. 96(PC).
  30. Li, Zhe & Liu, Minggang & Wang, Lu, 2025. "Artificial intelligence development and rural labor employment quality," International Review of Economics & Finance, Elsevier, vol. 102(C).
  31. Arampatzi, Alexia-Styliani & Christie, Rebecca & Evrard, Johanne & Parisi, Laura & Rouveyrol, Clément & van Overbeek, Fons, 2025. "Capital markets union: a deep dive - Five measures to foster a single market for capital," Occasional Paper Series 369, European Central Bank.
  32. Liu, Zhen-yuan Ralph & Dong, Shuqi Kyra & Zeng, Wenjuan & Wang, Yu-ting & Niu, Dong-fang, 2025. "Exploring the impact of human-centred AI on firms’ social and operational performance: A large language model approach," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 203(C).
  33. Wang, Zongrun & Zhang, Taiyu & Ren, Xiaohang & Shi, Yukun, 2024. "AI adoption rate and corporate green innovation efficiency: Evidence from Chinese energy companies," Energy Economics, Elsevier, vol. 132(C).
  34. Yugang He, 2024. "Artificial intelligence and religious freedom: divergent paths converging on economic expansion," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-12, December.
  35. gert Bijnens & Joep Konings & Aaron Putseys, 2025. "Unveiling the J-curve: How Intangibles Drive Productivity Mismeasurement," Working Papers of VIVES - Research Centre for Regional Economics 779815, KU Leuven, Faculty of Economics and Business (FEB), VIVES - Research Centre for Regional Economics.
  36. Anastasiia Pustovalova & Priit Vahter, 2024. "Automation-Skill Complementarity: The Changing Returns To Soft Skills In Different Stages Of Technology Adoption," University of Tartu - Faculty of Economics and Business Administration Working Paper Series 146, Faculty of Economics and Business Administration, University of Tartu (Estonia).
  37. Jacques Mairesse & Pierre Mohnen & Ad Notten, 2025. "Innovation and productivity: the recent empirical literature and the state of the art," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 15(1), pages 1-27, March.
  38. Rammer, Christian & Doherr, Thorsten & Kinne, Jan & Lenz, David, 2024. "KI-Einsatz in Unternehmen in Deutschland: Strategische Ausrichtung und internationale Position," ZEW Expertises, ZEW - Leibniz Centre for European Economic Research, number 303033.
  39. Gubareva, Mariya & Shafiullah, Muhammad & Teplova, Tamara, 2025. "Corrigendum to “Cross-quantile risk assessment: The interplay of crude oil, artificial intelligence, clean tech, and other markets” [Energy Economics Volume 141, January 2025, 108085]," Energy Economics, Elsevier, vol. 141(C).
  40. Demombynes, Gabriel & Langbein, Jorg Gero & Weber, Michael, 2025. "The Exposure of Workers to Artificial Intelligence in Low- and Middle-Income Countries," Policy Research Working Paper Series 11057, The World Bank.
  41. Carlo Drago & Alberto Costantiello & Marco Savorgnan & Angelo Leogrande, 2025. "Macroeconomic and Labor Market Drivers of AI Adoption in Europe: A Machine Learning and Panel Data Approach," Economies, MDPI, vol. 13(8), pages 1-62, August.
  42. Zeng, Hongjun & Abedin, Mohammad Zoynul & Zhou, Xiangjing & Lu, Ran, 2024. "Measuring the extreme linkages and time-frequency co-movements among artificial intelligence and clean energy indices," International Review of Financial Analysis, Elsevier, vol. 92(C).
  43. Bai, Caiquan & Yao, Di & Xue, Qihang, 2025. "Does artificial intelligence suppress firms' greenwashing behavior? Evidence from robot adoption in China," Energy Economics, Elsevier, vol. 142(C).
  44. Zhou, Yuwen & Shi, Xin, 2025. "How does digital technology adoption affect corporate employment? Evidence from China," Economic Modelling, Elsevier, vol. 147(C).
  45. Tiziano Ropele & Alex Tagliabracci, 2026. "The economic impact of artificial intelligence: evidence from Italian firms," Questioni di Economia e Finanza (Occasional Papers) 1005, Bank of Italy, Economic Research and International Relations Area.
  46. Anastasios Evgenidis & Apostolos Fasianos, 2025. "AI news shocks and the macroeconomy: evidence from UK patent data," IFS Working Papers W25/48, Institute for Fiscal Studies.
  47. He, Ling-Yun & Wang, Liang, 2025. "Can artificial intelligence curb greenwashing? Firm-level evidence based on large language model," Energy Economics, Elsevier, vol. 152(C).
  48. Fu, Yu & Chen, Yijun & Zhang, Yulin & Wang, Menghan & Yu, Yuanchun, 2026. "Corporate productivity transformation under the innovation paradigm: The role and impact of artificial intelligence," Technology in Society, Elsevier, vol. 84(C).
  49. repec:rbs:ijbess:v:7:y:2026:i:6:p:212-217 is not listed on IDEAS
  50. Andres, Raphaela & Niebel, Thomas & Sack, Robin, 2025. "Big data and firm-level productivity – A cross-country comparison," Information Economics and Policy, Elsevier, vol. 71(C).
  51. Saam Marianne, 2024. "The Impact of Artificial Intelligence on Productivity and Employment – How Can We Assess It and What Can We Observe?," Intereconomics: Review of European Economic Policy, Sciendo, vol. 59(1), pages 22-27, February.
  52. Paolo Carioli & Dirk Czarnitzki & Gastón P Fernández Barros, 2024. "Evidence on the Adoption of Artificial Intelligence: The Role of Skills Shortage," Working Papers of ECOOM - Centre for Research and Development Monitoring 735893, KU Leuven, Faculty of Economics and Business (FEB), ECOOM - Centre for Research and Development Monitoring.
  53. Giacomo Damioli & Vincent Van Roy & Daniel Vertesy & Marco Vivarelli, 2024. "AI as a new emerging technological paradigm: evidence from global patenting," DISCE - Working Papers del Dipartimento di Politica Economica dipe0038, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
  54. Li, Mengjie & Yuan, Nini & Du, Weijian, 2025. "Artificial intelligence and firm green innovation: empirical evidence from the application of robots in China," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 2239-2253.
  55. Bughin, Jacques, 2024. "What drives the corporate payoffs of using generative artificial intelligence?," Structural Change and Economic Dynamics, Elsevier, vol. 71(C), pages 658-668.
  56. Ciaschi, Matias & Falcone, Guillermo & Garganta, Santiago & Gasparini, Leonardo & Bertín, Octavio & Ramírez-Leira, Lucía, 2025. "The Potential Distributive Impact of AI-driven Labor Changes in Latin America," IDB Publications (Working Papers) 14253, Inter-American Development Bank.
  57. Manuel Hoffmann & Sam Boysel & Frank Nagle & Sida Peng & Kevin Xu, 2024. "Generative AI and the Nature of Work," CESifo Working Paper Series 11479, CESifo.
  58. Thomas Licht & Klaus Wohlrabe, 2024. "AI Adoption Among German Firms," CESifo Working Paper Series 11459, CESifo.
  59. Frank M. Fossen & Trevor McLemore & Alina Sorgner, 2024. "Artificial Intelligence and Entrepreneurship," Foundations and Trends(R) in Entrepreneurship, now publishers, vol. 20(8), pages 781-904, December.
  60. Kristina McElheran & Mu-Jeung Yang & Zachary Kroff & Erik Brynjolfsson, 2025. "The Rise of Industrial AI in America: Microfoundations of the Productivity J-curve(s)," Working Papers 25-27, Center for Economic Studies, U.S. Census Bureau.
  61. Wang, Yongqin & Liu, Fuxing, 2025. "Impact of artificial intelligence innovation on food company performance," International Review of Financial Analysis, Elsevier, vol. 103(C).
  62. Wang, Linhui & Cao, Zhanglu & Dong, Zhiqing, 2023. "Are artificial intelligence dividends evenly distributed between profits and wages? Evidence from the private enterprise survey data in China," Structural Change and Economic Dynamics, Elsevier, vol. 66(C), pages 342-356.
  63. Motoki, Fabio Y.S. & Pinho Neto, Valdemar & Rangel, Victor, 2025. "Assessing political bias and value misalignment in generative artificial intelligence," Journal of Economic Behavior & Organization, Elsevier, vol. 234(C).
  64. Shi, Wenlei & Ying, Limeng & Ma, Guohua & Niu, Yanfang & Lv, Yuanyuan & Xu, Xiaofang, 2025. "Intelligent manufacturing, media attention, and sustainable development performance," International Review of Financial Analysis, Elsevier, vol. 106(C).
  65. Sohn, Seuk Min, 2025. "Effortlessness as the measurement of the impact of artificial intelligence (AI) adoption and innovation: Towards the theory of relative AI," Technology in Society, Elsevier, vol. 83(C).
  66. Talaei-Khoei, Amir & Yang, Alan T. & Masialeti, Masialeti, 2024. "How does incorporating ChatGPT within a firm reinforce agility-mediated performance? The moderating role of innovation infusion and firms’ ethical identity," Technovation, Elsevier, vol. 132(C).
  67. Ryota Nakatani, 2024. "Multifactor productivity growth enhancers across industries and countries: firm-level evidence," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 14(2), pages 401-446, June.
  68. Koppenberg, Maximilian & Wimmer, Stefan & Hirsch, Stefan, 2025. "Has corporate greed driven inflation in the European Union? An analysis of the food and beverage industry," Economics Letters, Elsevier, vol. 247(C).
  69. K. D. V. Prasad & Tanmoy De, 2024. "Generative AI as a catalyst for HRM practices: mediating effects of trust," Humanities and Social Sciences Communications, Palgrave Macmillan, vol. 11(1), pages 1-16, December.
  70. Jana Friedrichsen & Julia Schwarz & Michel Clement, 2026. "When Music is Made by AI: Effects on Preferences and Willingness to Pay," CESifo Working Paper Series 12405, CESifo.
  71. repec:bcp:journl:v:8:y:2024:i:10:p:150-158 is not listed on IDEAS
  72. Mao, Qilin & Shi, Buchao, 2026. "Intelligent manufacturing and green innovation along the supply chain," Economic Modelling, Elsevier, vol. 154(C).
  73. Hennessy, David A., 2025. "Information as a catalyst for industrialization," Journal of Economic Behavior & Organization, Elsevier, vol. 230(C).
  74. Nora Azima Noordin & Khaled Hussainey & Ahmad Faisal Hayek, 2022. "The Use of Artificial Intelligence and Audit Quality: An Analysis from the Perspectives of External Auditors in the UAE," JRFM, MDPI, vol. 15(8), pages 1-14, July.
  75. Vesely, Stepan & Amaris, Gloria, 2025. "AI-driven income inequality and preferences for redistribution," Economic Analysis and Policy, Elsevier, vol. 87(C), pages 642-648.
  76. Aísa, Rosa & Cabeza, Josefina, 2025. "Artificial intelligence: Redefining the retirement pattern," Research in Economics, Elsevier, vol. 79(3).
  77. Carlo Drago & Alberto Costantiello & Marco Savorgnan & Angelo Leogrande, 2025. "Driving AI Adoption in the EU: A Quantitative Analysis of Macroeconomic Influences," Working Papers hal-05102974, HAL.
  78. Alessia Lo Turco & Alessandro Sterlacchini, 2024. "Factors Enhancing Ai Adoption By Firms. Evidence From France," Working Papers 486, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
  79. Wang, Ping & Wong, Tsz-Nga, 2026. "Artificial intelligence and technological unemployment," Journal of Monetary Economics, Elsevier, vol. 158(C).
  80. Han, Zhipeng & Wang, Liguo, 2025. "AI-driven carbon total factor productivity: Strategic lens on industrial enterprises," Energy, Elsevier, vol. 335(C).
  81. Peters, Bettina & Rammer, Christian & Ehrlich, Alexander, 2026. "Innovationsbeteiligung, Innovationen und Produktivität in der deutschen Wirtschaft," Studien zum deutschen Innovationssystem 4-2026, Expertenkommission Forschung und Innovation (EFI) - Commission of Experts for Research and Innovation, Berlin.
  82. Liu, Shuai & Gao, Lihui & Chen, Mengzhu, 2025. "Artificial intelligence adoption and corporate financial risk," Finance Research Letters, Elsevier, vol. 85(PA).
  83. Iryna Nyenno & Vyacheslav Truba & Liudmyla Tokarchuk, 2023. "Managerial Future of the Artificial Intelligence," Virtual Economics, The London Academy of Science and Business, vol. 6(2), pages 72-88, June.
  84. Damioli, Giacomo & Van Roy, Vincent & Vertesy, Daniel & Vivarelli, Marco, 2024. "Is Artificial Intelligence Generating a New Paradigm? Evidence from the Emerging Phase," IZA Discussion Papers 17183, IZA Network @ LISER.
  85. Florencia Jaccoud, 2025. "Robots & AI exposure and wage inequality: a within occupation approach," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 15(4), pages 1035-1090, December.
  86. Jaccoud, Florencia, 2025. "Robots & AI Exposure and Wage Inequality," MERIT Working Papers 2025-013, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
  87. Wang, Qiulin & Hu, Jinmiao, 2025. "How do artificial intelligence applications affect the labor income share?New challenges to common prosperity in the digital economy era," International Review of Economics & Finance, Elsevier, vol. 103(C).
  88. Basnet, Anup & Elias, Maxim & Salganik-Shoshan, Galla & Walker, Thomas & Zhao, Yunfei, 2025. "Analyzing the market's reaction to AI narratives in corporate filings," International Review of Financial Analysis, Elsevier, vol. 105(C).
  89. Lin, Boqiang & Zhou, Dengli, 2025. "A new green transition driver: How does artificial intelligence affect the green economic efficiency," Energy, Elsevier, vol. 334(C).
  90. Chen, Jia & Wang, Ning & Lin, Tongzhi & Liu, Baoliu & Hu, Jin, 2024. "Shock or empowerment? Artificial intelligence technology and corporate ESG performance," Economic Analysis and Policy, Elsevier, vol. 83(C), pages 1080-1096.
  91. Khalil, Ashraf & Agarwal, Reeti & Yaqub, Muhammad Zafar & Papa, Armando, 2025. "Unlocking the AI-Productivity paradox in HR: Qualitative insights across organizational levels," Journal of Business Research, Elsevier, vol. 199(C).
  92. Leonardo Gambacorta & Tullio Jappelli & Tommaso Oliviero, 2025. "Exploring household adoption and usage of generative AI: new evidence from Italy," BIS Working Papers 1298, Bank for International Settlements.
  93. Zhou, Kuo & Qu, Zhi & Guo, Yiman & Hu, Runnian, 2025. "Does a firm's intelligent technological transformation matter for its access to financial resources?," Economic Modelling, Elsevier, vol. 149(C).
  94. Lei, Liying & Feng, Hui & Ren, Jingjing, 2025. "Artificial intelligence, human capital and firm-level total factor productivity," Finance Research Letters, Elsevier, vol. 85(PA).
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